Compare Workflows & Estimators: LCIA QSAR Project

Date: May 5, 2023

This notebook compares workflows for predicting oral points of departure of chemicals via supervised machine learning. Several workflows are compared using a repeated k-fold internal cross-validation scheme. Each workflow differs with respect to the data source, type of LD50 values as a feature, and whether missing data are included in the features:

- Data from CompTox (OPERA & TEST) vs. OPERA 2.9

- Experimental vs. predicted LD50 values as a feature

- Missing data included in the features vs. complete data. If missing, then preprocessing includes feature selection & imputation of missing values. 

import pandas as pd
import numpy as np
from os import path
import matplotlib.pyplot as plt
import itertools
from sklearn.impute import SimpleImputer
from sklearn.pipeline import Pipeline

import workflow, plot
# Enable modules to be imported from the parent directory.
import sys
sys.path.append('..')
import common

Define the workflows

Define the workflows as the cartesian product of three sets:

• Source of feature data: {CompTox, OPERA}
• Type of LD50 value: {experimental, predicted}
• Condition of the feature data: {missing, complete}

data_sources = [
    'comptox',
    'opera'
]

ld50_types = [
    'experimental', 
    'predicted'
]

data_conditions = [
    'missing',
    'complete'
]

workflows = list(itertools.product(
    data_sources, ld50_types, data_conditions))

# Define the corresponding levels for the MultiIndex.
workflow_levels = [
    'data_source',
    'ld50_type',
    'data_condition'
]

workflows

[('comptox', 'experimental', 'missing'),
 ('comptox', 'experimental', 'complete'),
 ('comptox', 'predicted', 'missing'),
 ('comptox', 'predicted', 'complete'),
 ('opera', 'experimental', 'missing'),
 ('opera', 'experimental', 'complete'),
 ('opera', 'predicted', 'missing'),
 ('opera', 'predicted', 'complete')]

Load & inspect the data

path_components_mapper = {
    'comptox' : [
        ('Features', 'CompTox-predictions.csv'),
    ], 
    'opera' : [
        ('Features', 'OPERA-2.9-predictions.csv'), 
    ],
    'ld50_experimental' : [
        ('Features', 'experimental-LD50s.csv')
    ],
    'target' : [
        ('Targets', 'log10-POD-general-effects.csv')
    ]
}

# Define key-word arguments for pandas.read_csv().
csv_kwargs = {
    'index_col' : 0
}

data = common.input_output.combine_csv_files(
    path_components_mapper, 
    **csv_kwargs
)

features_to_exclude = [
    ('comptox', 'OPERA_PKAA_OPERA_PRED'),
    ('comptox', 'OPERA_PKAB_OPERA_PRED')
]
data = data.drop(features_to_exclude, axis=1)

data

	comptox										...	opera								ld50_experimental	target
	AVERAGE_MASS	48HR_DAPHNIA_LC50_MOL/L_TEST_PRED	DENSITY_G/CM^3_TEST_PRED	DEVTOX_TEST_PRED	96HR_FATHEAD_MINNOW_MOL/L_TEST_PRED	FLASH_POINT_DEGC_TEST_PRED	AMES_MUTAGENICITY_TEST_PRED	ORAL_RAT_LD50_MOL/KG_TEST_PRED	SURFACE_TENSION_DYN/CM_TEST_PRED	THERMAL_CONDUCTIVITY_MW/(M*K)_TEST_PRED	...	CERAPP_Bind_pred	CoMPARA_Ago_pred	CoMPARA_Anta_pred	CoMPARA_Bind_pred	CATMoS_LD50_pred	FUB_pred	Clint_pred	CACO2_pred	median_LD50	log10_POD_[mg/kg-d]
DTXSID
DTXSID5020281	157.550	0.000108	1.372	0.323	0.000057	109.227	0.966	0.007079	NaN	137.950	...	0	0.0	0.0	0	236.0	0.20	399.37	-4.81	138.120754	-1.098677
DTXSID8020961	138.126	0.000065	1.309	0.250	0.000439	141.229	0.642	0.009141	NaN	162.043	...	0	0.0	0.0	0	787.0	0.33	23.59	-4.82	126.969502	-0.231734
DTXSID7030698	972.846	NaN	2.278	NaN	NaN	458.744	0.056	NaN	NaN	NaN	...	0	0.0	0.0	0	9819.0	0.93	22.56	-6.84	1728.603923	3.472003
DTXSID2026652	162.276	0.000007	0.846	0.724	0.000018	71.527	NaN	0.029444	28.625	121.380	...	0	0.0	0.0	0	2985.0	0.02	13.36	-4.69	782.276836	1.042817
DTXSID6026080	166.132	0.000640	1.482	0.405	0.000156	204.940	0.358	0.023550	NaN	NaN	...	0	0.0	0.0	0	2860.0	0.28	0.00	-5.11	1222.307556	1.842616
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
DTXSID3026645	134.222	0.000025	0.868	0.668	0.000082	54.867	NaN	0.023281	28.026	123.106	...	0	0.0	0.0	0	2893.0	0.08	9.15	-4.61	953.086430	1.871706
DTXSID0029133	136.150	0.000092	1.176	0.427	0.000261	102.496	0.105	0.007798	40.167	151.682	...	1	0.0	0.0	0	1346.0	0.28	30.50	-4.68	547.593785	1.215825
DTXSID0021832	135.210	0.000043	0.930	0.580	0.000328	73.437	0.375	0.004457	32.059	136.205	...	0	0.0	0.0	0	986.0	0.06	20.36	-4.45	239.572281	0.799742
DTXSID6020303	158.070	NaN	NaN	0.793	NaN	NaN	0.218	NaN	NaN	NaN	...	0	0.0	0.0	0	233.0	0.77	34.96	-5.14	88.000079	0.581300
DTXSID5023792	137.138	0.000104	1.200	0.435	0.000192	102.856	0.609	0.008851	NaN	141.028	...	0	0.0	0.0	0	1185.0	0.27	19.37	-4.82	524.125480	0.957466

1396 rows × 36 columns

fig, ax = plt.subplots(figsize=(10., 10.))

percents_missing = (data[['comptox', 'opera']].isna().sum() / len(data) * 100)

_ = percents_missing.sort_values().plot.barh(ax=ax)

ax.set_title('Feature Availability')
ax.set_xlabel('% Missing')

fig.tight_layout()

Configure the workflows

For workflows involving missing feature data, limited feature selection is performed by removing a given feature only if the proportion of missing values (in the training set) exceeds the specified threshold.

target_key = ('target', 'log10_POD_[mg/kg-d]')

def get_opera_features(data):
    opera_columns = (
        [c for c in data['comptox'] if 'OPERA' in c] 
        + list(data['opera'])   
    )
    return data.droplevel(0, axis=1)[opera_columns]

get_features_for_source = {
    'comptox' : lambda data: data['comptox'],
    'opera' : get_opera_features
}

ld50_pred_column_for_source = {
    'comptox' : 'ORAL_RAT_LD50_MOL/KG_TEST_PRED',
    'opera' : 'CATMoS_LD50_pred'
}

use_experimental_for_ld50 = {
    'experimental' : True,
    'predicted' : False
}

drop_missing_data_for_condition = {
    'complete': True, 
    'missing' : False
}

get_ld50_experimental = lambda data: data['ld50_experimental'].squeeze()

selector = common.transform.BasicFeatureSelector(
        thres_missing=0.30,  # threshold proportion missing
        thres_corr=1.  # disable 
)
    
transformer = common.transform.Log10Transformer(
    alpha=0.05  # for the skew test
)

imputer = (
    SimpleImputer(strategy='median')
)

scaler = (
    common.transform.SelectiveScaler(
        measure='median')
)

steps_for_condition = {
    'missing': [
        ('selector', selector),
        ('transformer', transformer),
        ('imputer', imputer), 
        ('scaler', scaler)
    ],
    'complete' : [
        ('transformer', transformer),
        ('scaler', scaler)
    ]
}
steps_for_workflow = {
    wf : steps_for_condition[wf[-1]] for wf in workflows
}

Instantiate the estimators

For each workflow, we do not know a priori which estimator(s) will perform best. We will therefore try all the available estimators for regression in the scikit-learn and XGBoost libraries, while accepting default hyperparameters.

# Use the same rng across estimators for comparability.
estimator_rng = np.random.RandomState(seed=0)
random_state_cv = 1  # for the CV splitter
n_jobs = -1  # parallelize

estimators_to_exclude = [
    'QuantileRegressor'
]
attributes_dict = {
    'random_state' : estimator_rng, 
    'n_jobs' : n_jobs
} 

estimator_for_name = common.estimators.instantiate(
    names_to_exclude=estimators_to_exclude,
    attributes=attributes_dict
)

Define global parameters for the cross-validation scheme

The original pipeline for feature preprocessing may not be appropriate depending on which features are used for a given workflow and their numerical values (e.g., discrete). I therefore refactored the workflow to exclude some features from preprocessing in the following cases:

- BasicFeatureSelector: Exclude from the correlation assessment (if applicable) any features that are discrete
- Log10Transformer: Exclude any features that are discrete or may contain null or negative values
- SelectiveScaler: Exclude any features that are discrete

cv_kwargs = {
    'n_splits' : 5,
    'n_repeats' : 50, 
    'random_state' : random_state_cv
}

# Define names of scoring functions for model evaluation.
metrics_keys = [
    'explained_variance_score', 
    'max_error', 
    'mean_absolute_error',
    'mean_squared_error', 
    'root_mean_squared_error',
    'median_absolute_error',
    'mean_absolute_percentage_error', 
    'mean_pinball_loss', 
    'r2_score',
    'mean_tweedie_deviance', 
    'd2_tweedie_score'
]
function_for_metric = common.evaluation.get_scoring_functions(metrics_keys)

# Define arguments for the function, get_features_target.
args = (
    target_key, 
    get_features_for_source, 
    use_experimental_for_ld50, 
    get_ld50_experimental, 
    ld50_pred_column_for_source, 
    drop_missing_data_for_condition
)

## Define which features to exclude from preprocessing.
discrete_columns = [
    'CERAPP_Ago_pred',
    'CERAPP_Anta_pred',
    'CERAPP_Bind_pred',
    'CoMPARA_Ago_pred',
    'CoMPARA_Anta_pred',
    'CoMPARA_Bind_pred'
]
# TODO: Define more carefully/manually via domain knowledge.
all_features_minima = data.drop(target_key, axis=1).min()
possibly_zero_or_negative = list(
    all_features_minima.loc[all_features_minima <= 0.]
    .droplevel(0)
    .index
)
features_to_exclude_from = {
    'selector' : discrete_columns,
    'transformer' : list(set(discrete_columns + possibly_zero_or_negative)),
    'scaler' : discrete_columns, 
}
fit_params_for_workflow = workflow.fit_parameters_for_workflows(
        data, steps_for_workflow, args, features_to_exclude_from)

write_dir = 'Results'

Compare performances across workflows & estimators

Implement the cross-validation scheme

For each workflow-estimator combination, the scheme involves 50 randomized repeats of a 5-fold cross-validation. The same data partitions are used for each estimator to enable comparison.

%%time 

cv_results_for_workflow = common.learn.repeated_kfolds_for_workflows(
    data, 
    workflows, 
    workflow.get_features_target, 
    estimator_for_name, 
    workflow_levels, 
    function_for_metric, 
    args=args,
    steps_for_workflow=steps_for_workflow, 
    fit_params_for_workflow=fit_params_for_workflow,
    **cv_kwargs
)

cv_write_name = f"cross-validation-{cv_kwargs['n_splits']}-fold-{cv_kwargs['n_repeats']}-repeats.csv"
cv_write_path = path.join(write_dir, cv_write_name)
cv_results_for_workflow.to_csv(cv_write_path)

C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\pandas\core\internals\blocks.py:351: RuntimeWarning: invalid value encountered in log10
  result = func(self.values, **kwargs)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\linear_model\_huber.py:342: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
  self.n_iter_ = _check_optimize_result("lbfgs", opt_res, self.max_iter)
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\svm\_base.py:1244: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(
C:\Users\jkvas\.conda\envs\chiu-lab\Lib\site-packages\sklearn\neural_network\_multilayer_perceptron.py:686: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.
  warnings.warn(

CPU times: total: 8h 52min 12s
Wall time: 1h 45min 47s

Visualize model performance scores

## Define plot parameters. 

metrics_keys = [
    'r2_score',
    'root_mean_squared_error',
    'median_absolute_error'
]
ascendings = [False, True, True]
xlabels = [
    '$R^2$',
    'Root-Mean-Squared Error',
    'Median Absolute Error '
]
xlims = [(0., 1.), (0., 2.), (0., 2.)]

title_for_key = {
    ('experimental', 'complete') : 'Complete, Experimental',
    ('experimental', 'missing') : 'Missing, Experimental',
    ('predicted', 'complete') : 'Complete, Predicted',
    ('predicted', 'missing') : 'Missing, Predicted'
}
figsize = (10., 10.)

fig_write_dir = path.join(write_dir, 'Figures')

plot_for = plot.vertical_boxplots_for_cv_results(
    cv_results_for_workflow, 
    metrics_keys, 
    ascendings, 
    xlabels, 
    xlims, 
    title_for_key=title_for_key, 
    figsize=figsize, 
    write_dir=fig_write_dir
)

C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:112: PerformanceWarning: indexing past lexsort depth may impact performance.
  scores_long.loc[best_workflow]
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()
C:\Users\jkvas\Google Drive\My Drive\Work\TAMU\Projects\Repositories\chiu-lab\lcia_qsar\plot.py:121: PerformanceWarning: indexing past lexsort depth may impact performance.
  wf : scores_long.loc[wf].loc[sorted_index].reset_index()

Permutation importances for feature evaluation

Essentially repeat the cross-validation scheme above with an additional internal loop which computes permutation feature importance scores:

For a given cross-validation fold,

1. Fit the estimator on X_train

1. Compute the reference score of the fitted model on X_test

1. For each column in X_test

   a) Randomly permute the values to generated a corrupted version of X_test

   b) Fit the estimator on corrupted X_test

   c) Compute the performance score of this corrupted model

   d) Permutation importance = reference score - corrupted score

To reduce the execution time, the cross-validation scheme is reduced to a single workflow and estimator.

final_workflow = ('opera', 'predicted', 'missing')

preprocess_steps = steps_for_workflow[final_workflow]
estimator_name = 'RandomForestRegressor'
estimator = estimator_for_name[estimator_name]
estimator = Pipeline(
    steps=preprocess_steps + [('estimator', estimator)])

X, y = workflow.get_features_target(data, final_workflow, *args)
# Strip unwanted text.
feature_names = list(
    X.columns.str.replace('_OPERA_PRED|_pred', '', regex=True))
X, y = X.to_numpy(), y.to_numpy().flatten()
        
# 'scoring' parameter can be derived from the keys.
title_for_scoring = {
    'r2' : '$R^2$', 
    'neg_root_mean_squared_error' : 'RMSE', 
    'neg_median_absolute_error' : 'MAE'
}

random_state_perm = 1
fit_params = fit_params_for_workflow[final_workflow]

%%time 

importances_for_score = common.learn.repeated_kfold_permutation_importance(
    estimator, 
    X, 
    y, 
    list(title_for_scoring), 
    feature_names, 
    n_splits=cv_kwargs['n_splits'], 
    n_repeats_cv=cv_kwargs['n_repeats'], 
    random_state_cv=cv_kwargs['random_state'], 
    random_state_perm=random_state_perm,
    **fit_params
)

for score, frame in importances_for_score.items():
    importances_file = path.join(
        write_dir, 'importances-' + score + '.csv')
    frame.to_csv(importances_file, index=False)

CPU times: total: 14min 19s
Wall time: 5min 33s

## Define plot parameters.

# Format the results for plotting: wide to long form, sorted.
importances_for_score = {
    score : importances.melt().sort_values(by='value', ascending=False) 
    for score, importances in importances_for_score.items()
}

x = 'value'
y = 'variable'
xlabel = 'Δ Score'
figsize = (10., 10.)
# Define the filename.
suffix = ''
for s in final_workflow:
    suffix += s + '-'
importances_fname = (
    'importances-'
    + estimator_name
    + '-'
    + suffix.strip('-')
)
importances_write_path = path.join(fig_write_dir, importances_fname)

fig, axs = common.plot.vertical_boxplots(
    importances_for_score, 
    x, 
    y,
    xlabel,
    title_for_key=title_for_scoring,
    figsize=figsize,
    write_path=importances_write_path,
    palette='icefire'
)